Analyzing Fidenza Artblocks

Important: This notebook uses Plotly mostly to visualize data. Plotly charts won't be rendered in Githubs notebook viewer. So please use nbviewer instead to view the notebook, or your local installation after cloning the repo.

FIXME Link

Get the Fidenzas

Build a dataframe

How many pieces have a last price on OpenSea?

How are prices evolving over time?

Note that this only takes into account the last sale of each piece.

Price levels today

How frequent are the different traits?

How much do people pay for the different traits?

Note that the charts are interactive. You can zoom, hover, pan, etc. Zooming is especially important due to the outliers in the data so you can zoom in on the interesting parts.

FIXME observations

Crosstabs

Probscore as a simple unified metric to predict prices

The Probscore metric is simply the product of the probabilities of the different traits of a piece. There is currently not much value in that metric. While only the lowest probabilities are able to command the very high outlier prices, overall correlation between Probscore and Lastprice remains low: